Record, CLM, bronze and silver
CLM-421600
Received 2026-01-22T19:11:00Z, line 50,508 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Shirley C | Shirley | Changed |
| Middle | — | C | Changed |
| Last name | Gilbert·· | Gilbert | Changed |
| Date of birth | 10/2/1982 | 1982-10-02 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-05399-64 | UHC-05399-64 | Unchanged |
| SSN | •••-••-7915 | •••-••-7915 | Unchanged |
| Phone | ·null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8549 LAKE VIEW ROAD | 8549 Lake View Rd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55408 | 55408 | Unchanged |
| Group | GRP-5251 | GRP-5251 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- shirley|gilbert
- Address key
- 8549|lake view|55408
- Canonical first
- shirley
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-421601 | 1.00 | Scored | — | Auto-linked |
| CLM-421602 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006765
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Gilbert, 1982-10-02, 3 records, Verified
Evidence
Matched against CLM-421601
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically69af56e0ed2026-10-19 19:54:38, scoring_agentidentity id MBR-006765, confidence 1, method probabilistic, matched record CLM-421601, policy version 1
- Record linked automatically398434b5482026-10-19 19:52:09, scoring_agentidentity id MBR-006765, confidence 1, method probabilistic, matched record CLM-421601, policy version 1
- Record linked automatically4b6327e5ce2026-10-19 19:45:42, scoring_agentidentity id MBR-006765, confidence 1, method probabilistic, matched record CLM-421601, policy version 1
- Record linked automatically2790a3e3e52026-10-19 19:32:31, scoring_agentidentity id MBR-006765, confidence 1, method probabilistic, matched record CLM-421601, policy version 1
- Record linked automatically4245f372d32026-10-19 19:31:28, matching_agentidentity id MBR-014612, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421602